Machine learning books and papers
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Admin: @Raminmousa
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ID: @Machine_learn
link: https://t.iss.one/Machine_learn
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machine-learning-cheat-sheet.pdf
1.9 MB
Machine Learning Cheat Sheet
Classical equations, diagrams and tricks in machine learning
#ML #Cheat_Sheet
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super-cheatsheet-machine-learning.pdf
1.3 MB
Super VIP Cheatsheet: Machine Learning
Afshine Amidi and Shervine Amidi
#ML
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1-s2.0-S136403211930454X-main.pdf
2.8 MB
Data-driven health estimation and lifetime prediction of lithium-ion
batteries: A review #Paper #ML @Machine_learn
Master_Machine_Learning_Algorithms_Discover_how_they_work_by_Jason.pdf
1.1 MB
Jason Brownlee
Master Machine Learning Algorithms Discover How They Work and Implement Them From Scratch
#Ml #book
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Leordeanu_M_Unsupervised_learning_in_space_and_time_Springer_2020.pdf
6.2 MB
Unsupervised Learning in Space and Time
A Modern Approach for Computer Vision using Graph-based Techniques and Deep Neural Networks
#book #2020 #ML #DL

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electronics-10-03037.pdf
2.5 MB
A Survey on EEG Signal Processing Techniques and Machine
Learning: Applications to the Neurofeedback of
Autobiographical Memory Deficits in Schizophrenia #EEG #ML #DL @Machine_learn
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Advanced Data Analytics Using Python.pdf
2.2 MB
Advanced Data Analytics Using Python
With Machine Learning, Deep Learning and NLP Examples
#book #Ml
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Build_a_Career_in_Data_Science_by_Emily_Robinson,_Jacqueline_Nolis.pdf
12.3 MB
Build a Career in Data Science
EMILY ROBINSON AND JACQUELINE NOLIS
#Data_Science
#Book
#ML
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Core.ML.Survival.Guide.pdf
6.9 MB
Core ML Survival Guide: More than you ever wanted to know about mlmodel files and the Core ML and Vision APIs (2020)
#Book #ML
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Hariom_Tatsat,_Sahil_Puri_,_Brad_Lookabaugh_Machine_Learning_and.pdf
13.6 MB
Machine Learning & Data Science Blueprints for Finance From Building
Trading Strategies to Robo-Advisors Using Python
Authors: Hariom Tatsat, Sahil Puri & Brad Lookabaugh (2021)
#ML #book
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lecun-20230324-nyuphil.pdf
30.5 MB
Slide: Do large language models need sensory grounding for meaning and understanding
Supervised learning (SL)
Reinforcement learning (RL)
Self-Supervised Learning (SSL)
year:2023
pages:38
tags: #DL #ML #SL #RL #SSL
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Designing Machine Learning Systems.pdf
10 MB
Book: Designing Machine Systems An Iterative Process for Production-Ready Applications
Authors: Chip Huyen
ISBN: 978-1-098-10796-3
year: 2022
pages: 463
Tags: #Python #datamining #ML
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Packt.Applied.Machine.Learning.and.High.Performance.pdf
20.5 MB
Book: Applied Machine Learning and High-Performance Computing on AWS
Authors: Mani Khanuja, Farooq Sabir,
Shreyas Subramanian ,Trenton Potgieter
ISBN: 978-1-80323-701-5
year: 2022
pages: 383
Tags: #ML #AWS
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MLBasicsBook.pdf
3.3 MB
Book: Machine Learning: The Basics
Authors: Alexander Jung
ISBN: -
year: 2023
pages: 287
Tags:#ML
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2206.13446.pdf
3 MB
Book: 📚Exercises in Machine Learning
Authors: Michael U. Gutmann
year: 2024
pages: 211
Tags: #ML
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